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Linear regression models and k-means clustering for statistical analysis of fNIRS data
We propose a new algorithm, based on a linear regression model, to statistically estimate the hemodynamic activations in fNIRS data sets. The main concern guiding the algorithm development was the minimization of assumptions and approximations made on the data set for the application of statistical...
Uloženo v:
| Vydáno v: | Biomed Opt Express |
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| Hlavní autoři: | , , , , , , , |
| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
Optical Society of America
2015
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| Témata: | |
| On-line přístup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4354588/ https://ncbi.nlm.nih.gov/pubmed/25780751 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.6.000615 |
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